USA’s Battle with COVID-19

## [1] 46789030
## [1] 758916

Estimated Yearly Cases and Deaths

## [1] 71107.95
## [1] 25954401
## [1] 1222.087
## [1] 446061.7

Report for Year of 2021

## Warning: Removed 1 rows containing missing values (position_stack).

## Warning: Removed 38 rows containing missing values (position_stack).

Let us compare 2020 numbers to 2021 numbers

## # A tibble: 2 x 3
##   Year   Cases Deaths
##   <fct>  <dbl>  <dbl>
## 1 2020  95208.  1220.
## 2 2021  84801.  1297.

Plot of Daily Cases and Deaths

Non-Moving Average By Week and By Month

Monthly new_cases and new_deaths

Cases and Deaths Per 100,000

Total Cases and Total Deaths